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cs.CV2019★ 1 cited
PanDA: Panoptic Data Augmentation
Yang Liu, Pietro Perona, Markus Meister
The recently proposed panoptic segmentation task presents a significant challenge of image understanding with computer vision by unifying semantic segmentation and instance segment…
cs.CV2019
Synthetic Examples Improve Generalization for Rare Classes
Sara Beery, Yang Liu, Dan Morris +5
The ability to detect and classify rare occurrences in images has important applications - for example, counting rare and endangered species when studying biodiversity, or detectin…